{"id":"W4388504383","doi":"10.14359/51740232","title":"Transverse Prestressing of Bridge Columns for Seismic Retrofit and Repair","year":2023,"lang":"en","type":"article","venue":"","topic":"Structural Engineering and Vibration Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geography; Ancient history; Environmental protection; History","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004232474,0.0009290481,0.0003335496,0.001273715,0.0008110671,0.0008723526,0.0007588374,0.0004430334,0.0959264],"category_scores_gemma":[0.001221355,0.0004211224,0.0003970609,0.0006695706,0.0002241482,0.0006305123,0.0007241381,0.0007226511,0.02450476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002633631,"about_ca_system_score_gemma":0.0009238797,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002258233,"about_ca_topic_score_gemma":0.006471855,"domain_scores_codex":[0.999545,0.00002137152,0.00002568003,0.00005973213,0.0002783884,0.00006969341],"domain_scores_gemma":[0.9991177,0.00005357191,0.00007247367,0.0001877208,0.0004752048,0.00009333889],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0007596901,0.0003255417,0.01168463,0.000293265,0.00002963504,0.0009379923,0.0006028874,0.01542467,0.1713158,0.002332367,0.07292236,0.7233712],"study_design_scores_gemma":[0.0001828346,0.004995514,0.1087658,0.0004020194,0.0001414966,0.003358528,0.004420372,0.07533213,0.4016452,0.002582884,0.3979405,0.0002326445],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3894531,0.0005165777,0.3089882,0.0007536967,0.00177723,0.001457431,0.007190988,0.01512522,0.2747375],"genre_scores_gemma":[0.7024858,0.0003438284,0.07775797,0.0002276136,0.0001379123,0.0002817124,0.00487009,0.001737289,0.2121578],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0959264,"threshold_uncertainty_score":0.3209058,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01615376161638723,"score_gpt":0.2315015440064822,"score_spread":0.2153477823900949,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}